Classification on PCMAC
93AccuracyAllFea
Evaluation Results
| Method | Links | |
|---|---|---|
| AllFearuns=102023.05 | 93 | |
| AllFea2023.05 | 93 | |
| TABPFN V2#Dim.=32892026.06 | 93 | |
| TABSWIFT#Dim.=32892026.06 | 92 | |
| XGBoost#Dim.=32892026.06 | 92 | |
| RSRm=300, runs=102023.05 | 91 | |
| RSR2023.05 | 91 | |
| TabICL#Dim.=32892026.06 | 89 | |
| UDFSm=300, runs=102023.05 | 87 | |
| UDFS2023.05 | 87 | |
| WASTm=300, runs=102023.05 | 83 | |
| WAST2023.05 | 83 | |
| CAEm=50, runs=102023.05 | 79 | |
| UFSm=300, runs=102023.05 | 79 | |
| CAE2023.05 | 79 | |
| UFS2023.05 | 79 | |
| DUFSm=300, runs=102023.05 | 77 | |
| DUFS2023.05 | 77 | |
| AEFSm=300, runs=102023.05 | 71 | |
| AEFS2023.05 | 71 | |
| LSm=300, runs=102023.05 | 68 | |
| LS2023.05 | 68 | |
| QuickSelectionNumber of selected features=50, Hyperparameter tuning=Grid search2020.12 | 61.3 | |
| CAENumber of selected features=502020.12 | 59.9 | |
| QuickSelectionNumber of selected features=50, Epochs=102020.12 | 58.9 | |
| FCAENumber of selected features=502020.12 | 58.1 | |
| QuickSelectionNumber of selected features=50, Epochs=1002020.12 | 58 | |
| AEFSNumber of selected features=502020.12 | 57.1 | |
| MCFSNumber of selected features=502020.12 | 55.5 | |
| LSNumber of selected features=502020.12 | 50.4 |